Tabnine vs Qodo (formerly Codium)
Detailed comparison of features, performance, and use cases
86/100
Tabnine
AI code completion tool that learns from your coding patterns and provides highly personalized suggestions.
Quick Verdict
Tabnine excels at code completion and privacy-conscious development with a score of 86/100. Tabnine stands out for its privacy-first approach and highly personalized AI suggestions.
82/100
Qodo (formerly Codium)
AI-powered test generation and code analysis tool.
Quick Verdict
Qodo (formerly Codium) excels at test generation and code quality with a score of 82/100. CodiumAI (now also known as Qodo) fills a crucial gap in AI coding tools by focusing on testing.
Technical Specifications
| Feature | Tabnine | Qodo (formerly Codium) |
|---|---|---|
| Core AI Model(s) | Tabnine uses its own proprietary, private AI models for code completion and chat. It also allows users to switch to third-party models from providers like Anthropic (Claude), OpenAI (GPT), Cohere, and Mistral. | Qodo uses a combination of its own proprietary, fine-tuned models (such as TestGPT and embedding models for code) and allows users to select from leading third-party models, including OpenAI's GPT series, Anthropic's Claude models, and Google's Gemini 2.5 Pro. |
| Context Window | Tabnine is context-aware, analyzing your local IDE environment and project files to provide relevant suggestions. The Enterprise plan allows connecting to an organization's entire codebase (GitHub, GitLab, Bitbucket) for more deeply personalized, context-aware recommendations. | Qodo is context-aware, utilizing Retrieval-Augmented Generation (RAG) and a codebase intelligence engine to index and understand an organization's entire codebase across multiple repositories for more accurate and tailored suggestions. |
| Deployment Options | Tabnine offers flexible deployment. It is available as a secure multi-tenant SaaS for all users. For Enterprise customers, it offers fully private deployments on-premises, in a Virtual Private Cloud (VPC), or in a completely air-gapped environment. | Qodo offers a multi-tenant SaaS solution for its free and team plans. The Enterprise plan provides flexible deployment options, including single-tenant SaaS, a private cloud (VPC), and fully on-premise or air-gapped environments. |
| Offline Mode | Yes, Tabnine's AI can run locally on a developer's machine, on a server behind a firewall, or in the cloud, supporting offline use cases. | Partially. While most advanced features require an internet connection, some basic functions like code completion can work offline. Full offline capability is available through the on-premise and air-gapped enterprise deployments. |
Core Features Comparison
Tabnine Features
- Personalized AI code completion
- Privacy-focused local processing
- Support for multiple programming languages
- Custom model training on your codebase
Qodo (formerly Codium) Features
- Automatic test suite generation
- Code behavior analysis and documentation
- Integration with popular testing frameworks
- Pull request analysis and suggestions
Pricing & Value Analysis
| Aspect | Tabnine | Qodo (formerly Codium) |
|---|---|---|
| Pricing URL | View Tabnine Pricing | View Qodo (formerly Codium) Pricing |
| Overall Score | 86/100 | 82/100 |
| Best For | Code Completion, Privacy-conscious Development, Personalized AI | Test Generation, Code Quality, Test Coverage |
Best Use Cases
Tabnine Excels At
- Personalized code completion that learns from your team's coding patterns and maintains consistency across projects
- Privacy-compliant AI assistance for enterprises with strict data security requirements and air-gapped environments
- Custom AI model training on proprietary codebases for domain-specific programming languages and frameworks
Qodo (formerly Codium) Excels At
- Automated unit and integration test generation with intelligent edge case detection
- Code behavior analysis and documentation for improving code quality and maintainability
- Pull request analysis with AI-powered suggestions for test coverage improvements
Performance & Integration
| Category | Tabnine | Qodo (formerly Codium) | Winner |
|---|---|---|---|
| IDE Support | Tabnine supports a wide range of IDEs, including VS Code, the JetBrains suite (IntelliJ, PyCharm, WebStorm, etc.), Visual Studio, Eclipse, and Neovim. | Qodo provides official extensions for VS Code and the entire suite of JetBrains IDEs (IntelliJ, PyCharm, etc.). | Tie |
| Community | Active community | Active community | Tie |
| Data Richness | Comprehensive | Comprehensive | Tie |
| Overall Score | 86/100 | 82/100 | Tabnine |
The Bottom Line
Both Tabnine and Qodo (formerly Codium) are capable AI coding tools, but they serve different needs. Tabnine scores higher (86/100 vs 82/100) and excels in code completion and privacy-conscious development. The choice depends on your specific workflow, team size, and technical requirements.
Choose Tabnine if: you prioritize code completion and privacy-conscious development and want the higher-rated option (86/100).
Choose Qodo (formerly Codium) if: you prioritize test generation and code quality and don't mind a slightly lower score for specialized features.